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  1. Home
  2. Postgraduate
  3. Postgraduate Taught Courses
  4. School of Mathematics and Computer Science Postgraduate Taught Courses
  5. Computer Science postgraduate taught courses
  6. Artificial Intelligence, MSc

Artificial Intelligence, MSc

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  • January 2026

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Key Course Details

MSc 16 Month Full Time
Mode of Study
Campus Based
Typical Offer (view equivalents)
2:2
Location
Bay Campus
Start Date Tuition Fees - Year 1
Jan 2026 £ 11,450
MSc 16 Month Full Time
Mode of Study
Campus Based
Typical Offer
2:2 - More Information
Location
Bay Campus
Start Date Tuition Fees - Year 1
Jan 2026 £ 26,250

100% world-leading and internationally excellent ratings for research impact

Research Excellence Framework (REF) 2021

Robot and Human Hand connecting
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      • Computer Science postgraduate taught courses
        • Advanced Computer Science, MSc
        • Artifical Intelligence, MSc
        • Computer Science: Informatique (Swansea route), MSc
        • Computer Science, MSc
        • Cyber Security, MSc
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Course Overview

Our MSc Artificial Intelligence (AI) provides a comprehensive foundation in the concepts and technologies necessary for developing and applying AI in diverse contexts.

This 16-month course, which starts in January, covers computational principles, methods, and systems applicable to various real-world applications. It emphasizes the mathematical foundations, programming skills, and critical thinking required for AI.

Throughout the course, you will explore both classic AI topics, such as machine learning, visualisation, optimisation and big data, as well as symbolic AI and contemporary natural language processing and generative AI approaches.

During the summer, you will apply your knowledge on such topics to address a real-world problem through a collaborative project module.

Did you know?

This Artificial Intelligence MSc is part of the Computer Science department at Swansea University, which is widely acknowledged as a leading UK department, with impressive rankings reflecting teaching and research excellence.

  • Top 150 in the World Computer Science and Engineering (Global Ranking of Academic Subjects 2024), Top 201-250 in the world (THE World University Rankings 2025)
  • 201-250 in the World for Computer Science and Information Systems (QS World University Rankings 2025)
  • 100% world-leading and internationally excellent ratings for research impact - Research Excellence Framework (REF) 2021
  • 90% of our research is world-leading and internationally excellent - Research Excellence Framework (REF) 2021

You will be taught by staff from internationally renowned AI research groups, including Professor Matt Jones, who has recently been awarded a prestigious personal five-year Fellowship by the Engineering and Physical Sciences Research Council (EPSRC) to pursue an adventurous and ambitious AI research agenda.

Our collected knowledge of constant developments in Artificial Intelligence helps to keep your learning fresh and relevant to the wider industry.

Your Artificial Intelligence Experience

You will be based at the Computational Foundry on our Bay Campus, the nucleus of a vibrant community for world-class research leaders in computer science and artificial intelligence.

Artificial Intelligence Employment Opportunities

A Master’s degree in Artificial Intelligence (AI) equips graduates with the skills and knowledge to pursue a wide range of careers across various industries. Here are some specific job titles that graduates can consider:

  • AI Research Scientist
  • Machine Learning Engineer
  • AI Software Developer
  • Robotics Engineer
  • Computer Vision Engineer
  • Natural Language Processing (NLP) Engineer
  • AI Solutions Architect
  • Deep Learning Specialist
  • AI Product Manager
  • Autonomous Systems Engineer
  • AI Trainer
  • Voice Interaction Designer
  • AI Implementation Specialist
  • AI Policy Analyst

These roles span across various industries, including technology, finance, healthcare, automotive, manufacturing, entertainment, and more. The demand for AI expertise is growing, and professionals with advanced skills in AI are well-positioned to take advantage of the diverse opportunities available in this dynamic field.

Modules

The first part of this MSc is made up of six modules, including a summer group project module. The second part is where you get to do focus on a 60-credit research project.

Modules

Year 1 (Level 7T)

FHEQ 7 Taught Masters / PGDip / PGCert
Compulsory Modules
Module NameModule DurationCreditsModule Code
Research MethodsSeptember-January (TB1)20CSCM010J
Optimisation TechniquesSeptember-January (TB1)20CSCM072
Machine LearningSeptember-January (TB1)20CSCM445
Symbolic AI and Natural Language ProcessingJanuary-June (TB2)20CSCM422
Data Mining & AnalyticsJanuary-June (TB2)20CSCM435
Artificial Intelligence Development & SolutionsJune-September (TB3)20CSCM424

Year 2 (Level 7D)

FHEQ 7 Taught Masters Dissertation
Compulsory Modules
Module NameModule DurationCreditsModule Code
MSc Project September-June (TB1+2)60CSPM20

Entry Requirements

Minimum 2:2 (or equivalent) in Computer Science or a related discipline.

IELTS 6.0 (with a minimum of 5.5 in each component) or equivalent English test.

How You're Taught

On the course you will be assessed by a combination of written examinations, coursework and a Dissertation.

Welsh Provision

Some provision

There are opportunities for Welsh speakers to study some elements of this postgraduate course through the medium of Welsh but there is not yet enough provision to reach 40 credits in each year. The Programme Director can outline to you what is available in Welsh.

Academi Hywel Teifi is here to support you throughout your time at Swansea University. We can offer you:

  • Access to generous Welsh-language study scholarships or bursaries.
  • Access to the Arwain mobile app for the latest information about Welsh-medium courses and modules available to download free on the App Store and Google Play.
  • An interview through the medium of Welsh when applying for a place.
  • Personal correspondence in Welsh, English or bilingually.
  • The option to create and submit your coursework or sit exams through the medium of Welsh (even if you have chosen to study in English), and your work will be assessed in Welsh.
  • A Welsh-speaking Personal Tutor.
  • One-to-one support to improve your academic Welsh language skills.
  • An opportunity to gain an additional free qualification that serves as evidence of your Welsh language ability for future employers.
  • Membership of the Swansea University Branch of the Coleg Cymraeg Cenedlaethol.

Visit the Welsh Language Rights webpage for further information about Students' Welsh Language Rights.

Continuing to study through the medium of Welsh will be:

  • a natural step for you if you have studied through the medium of Welsh at undergraduate level.
  • a way of maximizing your chances of getting the best education.
  • a way of receiving a high level of support as the study groups are smaller.
  • a valuable addition to your CV and career development.

Meet Your Lecturers

You will join our wider Computer Science community, bring taught by world-leading lecturers who are all passionate about their research working towards the United Nations Sustainable Goals to shape the world for the better. Our research areas include Crypto currencies, data security, cyberterrorism and Future interaction technologies.

See all our Computer Science staff

Tuition Fees

Start Date UK International
January 2025 £ 10,900 £ 25,000
January 2026 £ 11,450 £ 26,250

Tuition fees for years of study after your first year are subject to an increase of 3%.

You can find further information of your fee costs on our tuition fees page.

You may be eligible for funding to help support your study. To find out about scholarships, bursaries and other funding opportunities that are available please visit the University's scholarships and bursaries page.

Current students: You can find further information of your fee costs on our tuition fees page.

Funding and Scholarships

You may be eligible for funding to help support your study.

If you're a UK or EU student starting a master’s degree at Swansea University, you may be eligible to apply for Government funding to help towards the cost of your studies. To find out more, please visit our postgraduate loans page.

To find out about scholarships, bursaries and other funding opportunities that are available please visit the University's scholarships and bursaries page.

Academi Hywel Teifi at Swansea University and the Coleg Cymraeg Cenedlaethol offer a number of generous scholarships and bursaries for students who wish to study through the medium of Welsh or bilingually. For further information about the opportunities available to you, visit the Academi Hywel Teifi Scholarships and Bursaries page.

To find out about scholarships, loans and other funding opportunities, please visit our Postgraduate Scholarships page

Additional Costs

Access to your own digital device/the appropriate IT kit will be essential during your time studying at Swansea University. Access to wifi in your accommodation will also be essential to allow you to fully engage with your programme. See our dedicated webpages for further guidance on suitable devices to purchase, and for a full guide on getting your device set up.

You may face additional costs while at university, including (but not limited to):

  • Travel to and from campus
  • Printing, photocopying, binding, stationery and equipment costs (e.g. USB sticks)
  • Purchase of books or texts
  • Gowns for graduation ceremonies

Careers and Employability

Swansea Employability Academy (SEA) will support you at each stage of your career journey helping you build a bright future.

Our career support services include:

  • Employability workshops, employers’ talks, bespoke events and careers fairs
  • Individual advice and guidance from professionally qualified Careers Advisers
  • Help with finding jobs, internships, work placements and volunteering opportunities
  • Access to information resources on a wide range of career management topics
  • Funding to support student internship opportunities and Student Society/Club events.

We also provide help and advice for Swansea University Alumni up to two years after you graduate.

Academic Support

As well as subject specific support by college teaching staff and your personal tutor, the Centre for Academic Success provides courses, workshops and one-to-one support in areas such as:

  • Academic writing
  • Maths and statistics
  • Critical thinking
  • Time management
  • Digital skills
  • Presentation skills
  • Note taking
  • Revision, memory and exam techniques
  • English language skills (if English is not your first language).

In addition, if you have a Specific Learning Difficulty (SpLD), disability, mental health or medical condition, the Centre for Academic Success have Specialist Tutors to support your learning, working alongside the Disability Office and Wellbeing Service to support all your needs and requirements whilst studying at Swansea University.

Our lecturers operate an ‘open door’ policy so you can chat with them about any concerns you may be having. These do not have to be just course related; our academic staff are there to help you with anything at all during your time in Swansea.

Each course has a student rep. They are there to make sure that every student voice is heard. Their role is to listen and feedback on your opinions, attend regular meetings and make sure that the people who can make changes listen to the people who really matter - you!

We offer both a Personal Tutor and peer mentoring. Our Peer mentoring scheme is in place to help new students settle into university life here at Swansea. You will get a chance to talk to your mentor who can tell you about their experiences as a student and also chat about student life. The peer mentoring scheme is a great way to meet students and widen your friendship circle while at Swansea.

You can also get help with personal issues from our wide range of student support such as CampusLife, Inclusive Student Support Services and The Centre for Academic Success.

How to Apply

For further guidance please visit our how to apply pages.

EU students - visa and immigration information is available and will be regularly updated on our information for EU students page.

Application Deadlines

We recommend that you submit your application to our courses as early as you can in advance of our application deadlines. Courses will close earlier than the application deadlines listed if all available places are filled. You can find further information on our Application Deadlines webpage.

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  • Related Pages
  • Back
  • Postgraduate Taught Courses
  • Postgraduate Taught Courses coming soon
  • Open Days
  • Scholarships and Bursaries
  • Fees and Funding
  • Conversion Courses
  • How to Apply
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  • School of Aerospace, Civil, Electrical & Mechanical Engineering Postgraduate Taught Courses
  • School of Biosciences, Geography and Physics Postgraduate Taught Courses
  • School of Culture and Communication Postgraduate Taught Courses
  • School of Engineering and Applied Sciences Postgraduate Taught Courses
  • School of Health and Social Care Postgraduate Taught Courses
  • School of Law Postgraduate Taught Courses
  • School of Management Postgraduate Taught Courses
  • School of Mathematics and Computer Science Postgraduate Taught Courses
    • Computer Science postgraduate taught courses
      • Advanced Computer Science, MSc
      • Artifical Intelligence, MSc
      • Computer Science: Informatique (Swansea route), MSc
      • Computer Science, MSc
      • Cyber Security, MSc
      • Data Science, MSc
    • Mathematics postgraduate taught courses
  • Medical School Postgraduate Taught Courses
  • School of Psychology Postgraduate Taught Courses
  • School of Social Sciences Postgraduate Taught Courses
  • Fast-track for current students
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